vector-databases

Design vector database ingestion and retrieval pipelines (points + payloads, filtered similarity search, multi-stage hybrid retrieval, index maintenance). Use when building RAG/vector search flows or debugging retrieval quality; triggers: vector database, RAG, embeddings, hybrid search, filtered search, Qdrant, Weaviate, Chroma.

$ Installer

git clone https://github.com/cuba6112/skillfactory /tmp/skillfactory && cp -r /tmp/skillfactory/skills/vector-databases ~/.claude/skills/skillfactory

// tip: Run this command in your terminal to install the skill